Motor Electrical
NORMALCurrent: 12.3 A · Output voltage: 332.7 V · Power / load: 4.8 kW · Frequency: 44 Hz
Available motor electrical measurements are consistent with the current operating state.
MEASURED
Pilot 2 · Sambhrama BH-3
AI Intelligence
Current AI assessment
REVIEW
Water delivery needs attention.
Water delivery is persistently below the learned healthy baseline.
What should I do?
Recommended action
Inspect the discharge path, water source and pump-side hydraulic condition. Possible causes include pump-side restriction, source-water condition, piping condition, or hydraulic degradation; current instrumentation cannot isolate the exact physical cause.
VFD / Drive
NORMALDC bus: 561.4 V · Output voltage: 332.7 V · Output frequency: 44 Hz · Fault state: NO FAULT
No active drive fault or inconsistent output is present in the latest sample.
MEASURED
Water Delivery
REVIEWActual 183.2 LPM · Expected 201.4 LPM · Performance 91%
Below expectedExpected rangeAbove expected
Current: 183.2 LPM · Expected: 181.26000000000002–201.4 LPM
Water delivery is persistently below the learned healthy baseline.
AUTHORITATIVE AI + MEASURED
AI / Predictive Performance
REVIEWExisting authoritative score: 91/100
Water output is slightly below the learned healthy baseline. Continue monitoring for persistent deviation.
AUTHORITATIVE AI
Predictive Pump & Water Intelligence
- Water Performance
- 91%
- Water Today
- 88.7 m³
- Tomorrow Expected
- 154.7 m³
- Early Warning
- WATCH
View Trends →
Why does AI-Kit say this?
- • Available motor electrical measurements are consistent with the current operating state.
- • No active drive fault or inconsistent output is present in the latest sample.
- • Water delivery is persistently below the learned healthy baseline.
- • Frequency, load and flow remain consistent with the learned healthy operating relationship.
Technical details
Marker evidence basis
- Motor Electrical · STATE CONSISTENCY
- MEASURED · Current: 12.3 A · Output voltage: 332.7 V · Power / load: 4.8 kW · Frequency: 44 Hz
- VFD / Drive · FAULT STATE
- MEASURED · DC bus: 561.4 V · Output voltage: 332.7 V · Output frequency: 44 Hz · Fault state: NO FAULT
- Water Delivery · MODEL EXPECTATION
- AUTHORITATIVE AI + MEASURED · Operating samples: 47 · Model: Expected Flow AI · Basis: Pilot-2 learned healthy operating behaviour
- AI / Predictive Performance · LEARNED BASELINE
- AUTHORITATIVE AI · Performance: 91% · Trend: DECLINING
Monitored Subsystem Health
What current evidence supports
Motor Electrical Performance
HEALTHY
Available motor electrical measurements are consistent with the current operating state.
- • Current: 12.3 A
- • Output voltage: 332.7 V
- • Power / load: 4.8 kW
- • Frequency: 44 Hz
Recommended action
Continue monitoring electrical operating consistency.
Monitoring scope: Electrical operating assessment; not a bearing, winding-temperature or insulation diagnosis
Provenance: MEASURED
VFD / Drive Health
HEALTHY
No active drive fault or inconsistent output is present in the latest sample.
- • DC bus: 561.4 V
- • Output voltage: 332.7 V
- • Output frequency: 44 Hz
- • Fault state: NO FAULT
Recommended action
Continue monitoring the drive fault state and output consistency.
Monitoring scope: Latest VFD telemetry; historical fault continuity is not supplied by this preview source
Provenance: MEASURED
Hydraulic Performance
REVIEW
Water delivery is persistently below the learned healthy baseline.
- • Water performance: 91%
- • Actual vs expected flow: 183.2 LPM vs 201.4 LPM
- • Persistent low days: 0
- • Recent trend: DECLINING
Recommended action
Inspect the discharge path, water source and pump-side hydraulic condition. Possible causes include pump-side restriction, source-water condition, piping condition, or hydraulic degradation; current instrumentation cannot isolate the exact physical cause.
Monitoring scope: Indirect hydraulic assessment; does not identify a specific internal component fault
Provenance: INDIRECT
Pump Performance
HEALTHY
Frequency, load and flow remain consistent with the learned healthy operating relationship.
- • Model: Expected Flow AI flow-v2
- • Basis: Pilot-2 learned healthy operating behaviour
- • Operating samples: 47
- • Performance: 91%
Recommended action
Continue baseline comparison under comparable operating conditions.
Monitoring scope: Indirect pump-level performance assessment; not an impeller, seal or bearing diagnosis
Provenance: AUTHORITATIVE AI
RMS / Communications
HEALTHY
RMS signal and latest-sample freshness are acceptable.
- • RMS signal: 74%
- • Sample age: 0 min
- • RMS temperature: 61.4 °C
- • Telemetry gap history: not available from the current source
Recommended action
Continue monitoring signal and sample freshness.
Monitoring scope: Communications assessment from the latest sample; continuity gaps cannot be confirmed without history
Provenance: TELEMETRY
Monitoring limits
What is not directly monitored
AI-Kit can detect changes in monitored operating behaviour, but current instrumentation cannot always identify the exact physical component responsible. These coverage labels are not faults.
Motor Bearings
NOT INSTRUMENTEDNo dedicated vibration or bearing-temperature measurement.
Motor Winding Temperature / Insulation
NOT DIRECTLY MONITOREDOnly indirect electrical indicators are available.
Pump Seal
NOT INSTRUMENTEDNo leakage, pressure, or seal-specific sensor.
Impeller
INDIRECT ASSESSMENTHydraulic degradation may be detected, but current sensors cannot uniquely identify impeller wear.
Model and data context
Predictive Pump & Water Intelligence with clear boundaries between measured, inferred, and uninstrumented conditions.
Telemetry history: live.